Search Results - "Yacoubi, A."

Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people by De Bois, Maxime, El Yacoubi, Mounîm A., Ammi, Mehdi

“…•In deep learning, multi-source transfer learning can alleviate the lack of data in healthcare.•Deep models learn to discriminate data with different origins…”
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Explainability of CNN-based Alzheimer’s disease detection from online handwriting by Sweidan, Jana, El-Yacoubi, Mounim A., Rigaud, Anne-Sophie

“…With over 55 million people globally affected by dementia and nearly 10 million new cases reported annually, Alzheimer’s disease is a prevalent and challenging…”
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GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes by De Bois, Maxime, Yacoubi, Mounîm A. El, Ammi, Mehdi

“…Due to the sensitive nature of diabetes-related data, preventing them from being easily shared between studies, and the wide discrepancies in their data…”
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Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis: A Systematic Review by Zanelli, Serena, Ammi, Mehdi, Hallab, Magid, El Yacoubi, Mounim A.

“…(1) Background: Diabetes mellitus (DM) is a chronic, metabolic disease characterized by elevated levels of blood glucose. Recently, some studies approached the…”
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Type 2 diabetes detection with Light CNN from single raw PPG wave by Zanelli, Serena, El Yacoubi, Mounim A., Hallab, Magid, Ammi, Mehdi

“…Photoplethysmography (PPG) is a non-invasive and cost-efficient optical technique used to assess blood volume variations in the microcirculation. PPG…”
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From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning by El-Yacoubi, Mounîm A., Garcia-Salicetti, Sonia, Kahindo, Christian, Rigaud, Anne-Sophie, Cristancho-Lacroix, Victoria

“…•We propose a paradigm unveiling handwriting changes due to aging and Alzheimer‘s.•Our new semi-supervised learning and sequential representation learning are…”
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Detection of Alzheimer Disease on Online Handwriting Using 1D Convolutional Neural Network by Dao, Quang, El-Yacoubi, Mounim A., Rigaud, Anne-Sophie

“…Building upon the recent advances and successes in the application of deep learning to the medical field, we propose in this work a new approach to detect and…”
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An Iterative Deep Neural Network for Hand-Vein Verification by Qin, Huafeng, El Yacoubi, Mounim A., Lin, Jihai, Liu, Bo

“…Hand-vein biometrics as a high-security pattern has received more and more attention. One of the open issues in hand-vein verification is the lack of…”
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A Systematic Review and Meta-Analysis of Intelligent Irrigation Systems by Hammouch, Hajar, El-Yacoubi, Mounim A., Qin, Huafeng, Berbia, Hassan

“…The water crisis, global warming and climate changes have become recently prominent world issues. Saving and conserving water have become, therefore, an…”
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Clustered photoplethysmogram pulse wave shapes and their associations with clinical data by Zanelli, Serena, Eveilleau, Kornelia, Charlton, Peter H, Ammi, Mehdi, Hallab, Magid, El Yacoubi, Mounim A

“…Photopletysmography (PPG) is a non-invasive and well known technology that enables the recording of the digital volume pulse (DVP). Although PPG is largely…”
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Abstract Layer for LeakyReLU for Neural Network Verification based on Abstract Interpretation by Mellouki, Omar El, Khedher, Mohamed Ibn, El-Yacoubi, Mounim A.

“…Deep neural networks have been widely used in several complex tasks such as robotics, self-driving cars, medicine, etc. However, they have recently shown to be…”
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Two‐layer discriminative model for human activity recognition by Mouna Selmi, Mounîm A. El‐Yacoubi, Bernadette Dorizzi

“…Most of recent methods for action/activity recognition, usually based on static classifiers, have achieved improvements by integrating context of local…”
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CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network by Asgari, Fereshteh, Sultan, Alexis, Xiong, Haoyi, Gauthier, Vincent, El-Yacoubi, Mounîm A.

“…•Building the multilayer transportation network.•Unsupervised HMM based Mapping Algorithm to infer the most likely multimodal trajectory given cellular…”
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Reservoir Computing for Early Stage Alzheimer's Disease Detection by Mwamsojo, Nickson, Lehmann, Frederic, El-Yacoubi, Mounim A., Merghem, Kamel, Frignac, Yann, Benkelfat, Badr-Eddine, Rigaud, Anne-Sophie

“…Artificial Neural Networks (ANNs) have amassed unprecedented success in information processing ranging from image recognition to time series prediction. The…”
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Hybrid-AI and Model Ensembling to Exploit UAV-Based RGB Imagery: An Evaluation of Sorghum Crop’s Nitrogen Content by Hammouch, Hajar, Patil, Suchitra, Choudhary, Sunita, El-Yacoubi, Mounim A., Masner, Jan, Kholová, Jana, Anbazhagan, Krithika, Vaněk, Jiří, Qin, Huafeng, Stočes, Michal, Berbia, Hassan, Jagarlapudi, Adinarayana, Chandramouli, Magesh, Mamidi, Srinivas, Prasad, KVSV, Baddam, Rekha

“…Non-invasive crop analysis through image-based methods holds great promise for applications in plant research, yet accurate and robust trait inference from…”
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Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification by Qin, Huafeng, El-Yacoubi, Mounim A.

“…Finger-vein biometrics has been extensively investigated for personal verification. Despite recent advances in finger-vein verification, current solutions…”
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Vision-based Recognition of Activities by a Humanoid Robot by El-Yacoubi, Mounîm A, He, Huilong, Roualdes, Fabien, Selmi, Mouna, Hariz, Mossaab, Gillet, Franck

“…We present an autonomous assistive robotic system for human activity recognition from video sequences. Due to the large variability inherent to video capture…”
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Local Attention Transformer-Based Full-View Finger-Vein Identification by Qin, Huafeng, Hu, Rongshan, El-Yacoubi, Mounim A., Li, Yantao, Gao, Xinbo

“…Multi-view finger-vein recognition technology has attracted increasing attentions in recent years. Despite recent advances in the multi-view finger-vein…”
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Deep Representation for Finger-Vein Image-Quality Assessment by Qin, Huafeng, El-Yacoubi, Mounim A.

“…Finger-vein biometrics has been extensively investigated for personal authentication. One of the open issues in finger-vein verification is the lack of…”
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An HMM-based approach for off-line unconstrained handwritten word modeling and recognition by El-Yacoubi, A., Gilloux, M., Sabourin, R., Suen, C.Y.

“…Describes a hidden Markov model-based approach designed to recognize off-line unconstrained handwritten words for large vocabularies. After preprocessing, a…”
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